Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1.235184 1.517411 1.885252 2.417125 3.198968 4.366963 6.386037
2025-06-01 0.866842 1.166025 1.617583 2.406929 3.911309 7.149948 17.222602
2025-06-08 0.669836 0.948156 1.405991 2.310099 4.392211 10.581023 51.548200
2025-06-15 0.577231 0.852870 1.341439 2.421808 5.446544 18.953348 631.835511
2025-06-22 0.502416 0.764556 1.254330 2.432798 6.308267 32.688380 NaN
2025-06-29 0.440248 0.683685 1.155600 2.363291 6.873636 53.621788 NaN
2025-07-06 0.394295 0.623118 1.081225 2.320682 7.556077 99.451248 NaN
2025-07-13 0.374501 0.607369 1.096767 2.541736 10.085457 623.913475 NaN
2025-07-20 0.351951 0.582046 1.083959 2.673357 12.705728 NaN NaN
2025-07-27 0.326124 0.546081 1.037546 2.668256 14.492554 NaN NaN
2025-08-03 0.299952 0.505974 0.972961 2.567280 15.219336 NaN NaN
2025-08-10 0.283897 0.484934 0.951988 2.628280 18.394687 NaN NaN
2025-08-17 0.271873 0.471428 0.949088 2.774133 24.547238 NaN NaN
2025-08-24 0.256277 0.448393 0.916618 2.776533 28.947493 NaN NaN
2025-08-31 0.238967 0.419783 0.864042 2.660265 30.049341 NaN NaN
2025-09-07 0.230597 0.410147 0.862589 2.798317 41.970373 NaN NaN
2025-09-14 0.219795 0.393843 0.839143 2.811991 51.526586 NaN NaN
2025-09-21 0.207725 0.373530 0.800838 2.726318 55.523442 NaN NaN
2025-09-28 0.197528 0.356698 0.770507 2.673911 62.446134 NaN NaN
2025-10-05 0.194871 0.357114 0.792067 2.946813 124.964554 NaN NaN
2025-10-12 0.189948 0.351657 0.794605 3.110458 237.109372 NaN NaN
2025-10-19 0.182508 0.339488 0.773837 3.104101 337.792157 NaN NaN
2025-10-26 0.173776 0.323555 0.738825 2.978506 351.482925 NaN NaN